title: Multiplexed detection of six labelled oligonucleotides using surface enhanced resonance Raman scattering (SERRS).
abstract: The labelling of target biomolecules followed by detection using some form of optical spectroscopy has become common practice to aid in their detection. This approach has allowed the field of bioanalysis to dramatically expand; however, most methods suffer from the lack of the ability to discriminate between the components of a complex mixture. Currently, fluorescence spectroscopy is the method of choice but its ability to multiplex is greatly hampered by the broad overlapping spectra which are obtained. Surface enhanced resonance Raman scattering (SERRS) holds many advantages over fluorescence both in sensitivity and, more importantly here, in its ability to identify components in a mixture without separation due to the sharp fingerprint spectra obtained. Here the first multiplexed simultaneous detection of six different DNA sequences, corresponding to different strains of the Escherichia coli bacterium, each labelled with a different commercially available dye label (ROX, HEX, FAM, TET, Cy3, or TAMRA) is reported. This was achieved with the aid of multivariate analysis, also known as chemometrics, which can involve the application of a wide range of statistical and data analysis methods. In this study, both exploratory discriminant analysis and supervised learning, by partial least squares (PLS) regression, were used and the ability to discriminate whether a particular labelled oligonucleotide was present or absent in a mixture was achieved using PLS with very high sensitivity (0.98-1), specificity (0.98-1), accuracy (range 0.99-1), and precision (0.98-1).
authors.affiliation: Department of Pure and Applied Chemistry, Centre for Molecular Nanometrology, WestCHEM, University of Strathclyde, Glasgow, UK. Karen.Faulds@strath.ac.uk
authors.forename: Karen
authors.initials: K
authors.lastname: Faulds
authors.forename: Roger
authors.initials: R
authors.lastname: Jarvis
authors.forename: W Ewen
authors.initials: WE
authors.lastname: Smith
authors.forename: Duncan
authors.initials: D
authors.lastname: Graham
authors.forename: Royston
authors.initials: R
authors.lastname: Goodacre
mesh_terms: D001699:Biometry; D016172:DNA Fingerprinting / Q000379:methods*; D004269:DNA, Bacterial / Q000032:analysis; D003627:Data Interpretation, Statistical; D004926:Escherichia coli / Q000235:genetics; D012680:Sensitivity and Specificity; D013045:Species Specificity; D013059:Spectrum Analysis, Raman / Q000379:methods*
chemical_list: D004269:DNA, Bacterial